Test Writer
Generate comprehensive test suites for existing code
Data Formats
Working with diverse data formats: binary, text, structured, and custom
Research Methodology
Best practices for systematic research, source evaluation, and evidence gathering
Systematic Debugging
Systematic approach to diagnosing and fixing errors
Report Writing
Guidelines for writing well-structured, cited research reports
Verification Strategy
Thorough verification of completed work before declaring done
Test Generator
Generate pytest test cases for Python functions and classes
Data Analysis
Comprehensive data analysis skill for CSV files using Python and pandas
Performant Code
Writing efficient code that handles large data and tight constraints
Code Review
Systematic code review for bugs, security, style, and performance
Environment Discovery
Systematic exploration of unknown environments before starting work
Production Review
Production-readiness code review that checks for security vulnerabilities, error handling, logging, configuration, performance, and operational concerns. Use this skill when the user asks for a code review, PR review, quality check, production readiness check, or says 'review this', 'is this production ready', 'check my code'. Also trigger when reviewing pull requests that touch backend services,…
Content Reddit
Subreddit-aware post generation that matches community norms. Use when user wants to create a Reddit post or comment for any subreddit.
Content Blog
Long-form blog post generation with brand voice integration and anti-slop enforcement. Use when user wants to write a blog post, article, tutorial, case study, opinion piece, deep dive, or listicle.
Content Calendar
Editorial calendar planning and content scheduling. Use when user wants to plan a content calendar, create a publishing schedule, organize content across platforms, or plan a content series.
Content Twitter
X/Twitter thread and single tweet generation with brand voice and hook-first writing. Use when user wants to create a tweet, thread, X post, or Twitter content.
Content Setup
Interactive brand onboarding that creates the /brand/ directory with BRAND.md, VOICE.md, and VISUAL.md. Use when user runs /content setup, /content brand show, /content brand update, or /content voice. Also triggers when any content skill detects brand/ is missing.
Content Linkedin
LinkedIn post generation with professional brand voice adaptation. Use when user wants to create a LinkedIn post, professional update, or LinkedIn content.
Content Strategy
Content strategy, ideation, positioning, and editorial direction. Use when user wants to plan content strategy, generate content ideas, define content pillars, create a content brief, or develop editorial positioning.
Diagram Design
Best practices for creating research diagrams with Excalidraw MCP tools
Content Hackernews
Hacker News post generation for Show HN, Ask HN, and submissions. Use when user wants to post to Hacker News or write a Show HN/Ask HN post.
Production
Main orchestrator for the production-stack-skills pack. Routes /production subcommands to specialized skills. Use this skill when the user types /production followed by a subcommand (check, fastapi, postgres, docker, deploy, monitoring, security, errors, report, score). Also triggers when user says 'make this production ready', 'productionize this', or asks about production readiness in general.
Skill Creator
Create new reusable skills from conversation context
Production Check
Full production readiness audit with 0-100 score — scans the entire project across security, error handling, observability, deployment readiness, database patterns, and container hygiene. Launches parallel analysis, classifies findings by severity, and produces a prioritized action plan. Use this skill when user says /production check, /production score, asks 'is this production ready', 'audit th…
Production Docker
Docker production hardening — multi-stage builds, non-root users, distroless images, BuildKit secrets, layer optimization, security scanning, and compose best practices. Use this skill when the user is creating or modifying Dockerfiles, docker-compose files, .dockerignore, or containerizing applications. Triggers on any Dockerfile, docker-compose.yml, .dockerignore, or when user mentions Docker,…
Subagents Pydantic Ai
Subagent Delegation framework for Pydantic AI, enabling nested subagents that can spawn their own specialists on-the-fly, with smart sync/async/auto mode selection, runtime agent creation, and clean multi-agent architecture. Adds specialization, parallel execution, and task cancellation.
Production Planner
Architecture planning for production systems — guides system design with scalability, reliability, security, and operational concerns from day one. Use this skill when the user asks to plan architecture, design a system, plan a new service, discuss system design, or says 'plan this', 'how should I architect this', 'design the system for'. Triggers on architecture discussions, system design, API d…
Content Repurpose
Transform content from one format into multiple formats while maintaining brand consistency. Use when user wants to repurpose content, convert a blog post to tweets, turn a presentation into a blog, create multiple formats from one piece, or cross-post content.
Production Fastapi
Production-grade FastAPI patterns — structured logging, health checks, graceful shutdown, middleware, Pydantic v2, async patterns, error handling, and security hardening. Use this skill when the user is building or modifying a FastAPI application, working with Pydantic models, configuring Starlette middleware, setting up Uvicorn/Gunicorn, or asks about FastAPI best practices. Triggers when import…
Refactor
Refactor code to improve structure and maintainability
Pydantic Deepagents
Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlimited context - on Pydantic AI, any model.
Content Image
Image prompt engineering for AI image generation models. Use when user wants to generate images, create image prompts, or optimize prompts for DALL-E, Midjourney, Stable Diffusion, or other image generation tools.
Production Postgres
PostgreSQL production patterns — safe migrations, indexing strategies, connection pooling, schema design, and query optimization. Use this skill when the user is working with PostgreSQL, writing database migrations (Alembic, Django migrations, raw SQL), designing database schemas, optimizing queries, setting up connection pooling (PgBouncer, asyncpg), or asks about database best practices. Trigge…
Production Security
Production security hardening — secrets management, CORS policy, authentication patterns, authorization models, rate limiting, security headers, dependency scanning, and OWASP Top 10 awareness. Use this skill when the user works on authentication, authorization, secrets, CORS, rate limiting, security headers, or any security-adjacent code. Also trigger when user says /production security.
Content Infographic
Generate SVG and HTML infographics with brand-aware design. Use when user wants to create an infographic, data visualization, process flow, comparison chart, stat card, or visual data summary.
Build And Compile
Building, compiling, and resolving dependency issues across languages
Pydantic Ai Backend
File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.
Production Error Handling
Production error handling patterns — error taxonomy, retry with exponential backoff, circuit breakers, graceful degradation, dead-letter queues, and structured error logging. Use this skill when the user writes error-prone code (external API calls, database operations, file I/O, network calls), implements retry logic, or asks about resilience patterns. Also trigger when user says /production erro…
Content Presentation
Generate full HTML presentations using Slidev, Reveal.js, Spectacle, or raw HTML with brand integration. Use when user wants to create a presentation, slide deck, pitch deck, conference talk, workshop materials, keynote, sales deck, or client proposal slides. Even if user just says "slides" or "deck", use this skill.
Content Video
Video script generation and Remotion composition scaffolding. Use when user wants to create video content, storyboards, Remotion scripts, social media shorts, explainer videos, or video scripts.
Production Deploy
Pre-deployment validation and release management — structured checklists for database migrations, environment variables, rollback plans, backward compatibility, and deployment strategies. Use this skill when the user mentions deploy, release, ship to prod, merge to main, CI/CD pipeline, or says /production deploy. Triggers on deployment-related discussions, release planning, or pre-release valida…
Production Monitoring
Production observability — OpenTelemetry traces, structured logging, metrics, alerting, health endpoints, and SLO definition. Use this skill when the user mentions monitoring, observability, logging, metrics, traces, alerts, SLOs, or says /production monitoring. Triggers on observability discussions, OTEL setup, structured logging configuration, Prometheus/Grafana setup, or alerting rules.
Git Workflow
Git operations: commits, branches, PRs, and conflict resolution
Content Audit
Content quality audit with anti-slop detection and brand consistency scoring. Use when user wants to check content quality, audit a draft, score content, verify brand consistency, detect AI-generated patterns, or run a quality check before publishing.
Content
Content studio with brand consistency. Use this skill whenever the user wants to create content — blog posts, social media (X/Twitter, LinkedIn, Reddit, HN), presentations (Slidev/Reveal/Spectacle), infographics, image prompts, video scripts (Remotion), editorial calendars, or content audits. Also triggers on brand setup, voice profiling, content repurposing, and content strategy. Covers any requ…